Table 7 The values of parameters for learning algorithm and disease separately
From: Disease candidate genes prediction using positive labeled and unlabeled instances
The name of the disease ↓ | Algorithm → | Logistic Regression | KNN | Decision Tree | Discriminative | ||
|---|---|---|---|---|---|---|---|
Parameter → | Distribution | Size | K | ɵ | Type | δ | |
Adrenal | Binomial | 1 | 1 | 0.25 | Quadratic | 0 | |
Colon | Binomial | 1 | 1 | 0.25 | Linear | 0.11 | |
Lung | Binomial | 1 | 2 | 0.32 | Quadratic | 0 | |
Prostate | Binomial | 1 | 1 | 0.25 | Linear | 0.14 | |
Heart Failure | Binomial | 1 | 2 | 0.24 | Quadratic | 0 | |
Neurological | Binomial | 1 | 2 | 0.30 | Quadratic | 0 | |